Follow
Karan Singh
Title
Cited by
Cited by
Year
Provably efficient maximum entropy exploration
E Hazan, S Kakade, K Singh, A Van Soest
International Conference on Machine Learning, 2681-2691, 2019
1632019
Online control with adversarial disturbances
N Agarwal, B Bullins, E Hazan, S Kakade, K Singh
International Conference on Machine Learning, 111-119, 2019
1612019
Improper learning for non-stochastic control
M Simchowitz, K Singh, E Hazan
Conference on Learning Theory, 3320-3436, 2020
942020
Logarithmic regret for online control
N Agarwal, E Hazan, K Singh
Advances in Neural Information Processing Systems 32, 2019
852019
Learning linear dynamical systems via spectral filtering
E Hazan, K Singh, C Zhang
Advances in Neural Information Processing Systems 30, 2017
812017
The Nonstochastic Control Problem
E Hazan, SM Kakade, K Singh
arXiv preprint arXiv:1911.12178, 2019
762019
Spectral filtering for general linear dynamical systems
E Hazan, H Lee, K Singh, C Zhang, Y Zhang
Advances in Neural Information Processing Systems 31, 2018
742018
The Price of Differential Privacy For Online Learning
N Agarwal, K Singh
International Conference on Machine Learning, PMLR 70:32-40, 2017., 2017
732017
Efficient regret minimization in non-convex games
E Hazan, K Singh, C Zhang
International Conference on Machine Learning, 1433-1441, 2017
692017
Efficient full-matrix adaptive regularization
N Agarwal, B Bullins, X Chen, E Hazan, K Singh, C Zhang, Y Zhang
International Conference on Machine Learning, 102-110, 2019
562019
Towards provable control for unknown linear dynamical systems
S Arora, E Hazan, H Lee, K Singh, C Zhang, Y Zhang
232018
Dynamic learning system
E Hazan, K Singh, C Zhang
US Patent 11,138,513, 2021
172021
No-regret prediction in marginally stable systems
U Ghai, H Lee, K Singh, C Zhang, Y Zhang
Conference on Learning Theory, 1714-1757, 2020
152020
Pixie: A social chatbot
O Adewale, A Beatson, D Buniatyan, J Ge, M Khodak, H Lee, N Prasad, ...
Alexa Prize Proceedings, 2017
132017
A regret minimization approach to iterative learning control
N Agarwal, E Hazan, A Majumdar, K Singh
International Conference on Machine Learning, 100-109, 2021
122021
Machine learning for mechanical ventilation control
D Suo, C Zhang, P Gradu, U Ghai, X Chen, E Minasyan, N Agarwal, ...
arXiv preprint arXiv:2102.06779, 2021
62021
Boosting for online convex optimization
E Hazan, K Singh
International Conference on Machine Learning, 4140-4149, 2021
42021
Deluca--A Differentiable Control Library: Environments, Methods, and Benchmarking
P Gradu, J Hallman, D Suo, A Yu, N Agarwal, U Ghai, K Singh, C Zhang, ...
arXiv preprint arXiv:2102.09968, 2021
42021
The Nonstochastic Control Problem
K Singh
Princeton University, 2022
12022
A boosting approach to reinforcement learning
N Brukhim, E Hazan, K Singh
arXiv preprint arXiv:2108.09767, 2021
12021
The system can't perform the operation now. Try again later.
Articles 1–20